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hierarchical learning

89 papers

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reinforcement learning (18) hierarchical reinforcement learning (9) multi-task learning (8) graph neural network (7) imitation learning (7) representation learning (7) temporal abstraction (6) deep reinforcement learning (6) self-supervised learning (5) feature learning (5)

Papers

Conditional Diffusion Model for Multi-Agent Dynamic Task Decomposition AAAI 2026 HCL-FF: Hierarchical and Contrastive Learning for Forward-Forward Algorithm CVPR 2026 GaussianVideo: Efficient Video Representation via Hierarchical Gaussian Splatting ICCV 2025 GRPose: Learning Graph Relations for Human Image Generation with Pose Priors AAAI 2025 Hierarchical-aware Orthogonal Disentanglement Framework for Fine-grained Skeleton-based Action Recognition ICCV 2025 HiPoser: 3D Human Pose Estimation with Hierarchical Shared Learning at Parts-Level Using Inertial Measurement Units AAAI 2025 Representation-driven Option Discovery in Reinforcement Learning AAAI 2025 SAMora: Enhancing SAM through Hierarchical Self-Supervised Pre-Training for Medical Images ICCV 2025 Spatio-temporal Prototype-based Hierarchical Learning for OD Demand Prediction IJCAI 2025 TaxaDiffusion: Progressively Trained Diffusion Model for Fine-Grained Species Generation ICCV 2025 Variational Offline Multi-agent Skill Discovery IJCAI 2025 A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction AAAI 2024 An Entropy-Based Model for Hierarchical Learning JMLR 2024 Category-Level Multi-Part Multi-Joint 3D Shape Assembly CVPR 2024 Deciphering Rumors: A Multi-Task Learning Approach with Intent-aware Hierarchical Contrastive Learning EMNLP 2024 Hierarchical Multi-Task Learning with CTC and Recursive Operation Interspeech 2024 HumanoidBench: Simulated Humanoid Benchmark for Whole-Body Locomotion and Manipulation RSS 2024 Review-Enhanced Hierarchical Contrastive Learning for Recommendation AAAI 2024 Towards Continual Knowledge Graph Embedding via Incremental Distillation AAAI 2024 Backward Feature Correction: How Deep Learning Performs Deep (Hierarchical) Learning COLT 2023 Co-optimization of Morphology and Behavior of Modular Robots via Hierarchical Deep Reinforcement Learning RSS 2023 Creating Multi-Level Skill Hierarchies in Reinforcement Learning NeurIPS 2023 Ensemble Reinforcement Learning in Continuous Spaces -- A Hierarchical Multi-Step Approach for Policy Training IJCAI 2023 Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery AAAI 2023 Hierarchical Apprenticeship Learning for Disease Progression Modeling IJCAI 2023